Research AI Skills

Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth.…

Run the Autoresearch Lab lifecycle end-to-end: freeze a hypothesis with mechanical success criteria and a sealed session plan, drive recorded and replayed paper runs, score them honestly, and read the…

Light 科研主线第 8 步·论文写作：围绕「如何让审稿人相信值得发表」组织，初稿→审稿人视角循环打磨； 每个 claim 都有证据、措辞强度匹配证据强度、绝不过度宣称。何时用：实验+分析做完要写论文 / 写/改摘要·引言· 贡献句·结论 / 担心「claim 无证据 或 措辞夸大」/ 要让贡献三处(摘要·引言·结论)一致 / 引言四段式(痛点→不足→ 洞察→贡献) / 要当审稿人自己挑一遍 /…

Guide for designing and running AgenticX workflows including sequential pipelines, parallel execution, graph-based orchestration, conditional routing, and trigger services. Use when the user wants to…

Summarize an existing author rebuttal into a copy-ready message addressed to the Area Chair or conference chair.

When a home-services business (HVAC, plumbing, roofing, electrical, or general contractor) wants to know the real problem and cost questions homeowners ask about its services, and turn them into a…

Use when writing, restructuring, or auditing a Review, survey, or Perspective rather than a research article, especially a commissioned one written across many sessions. Covers the governing plan…

Drafts or publishes authorized, fact-checked GitHub Discussions announcements; does not create releases.

Shows available skills, common workflows, and quick reference for the plugin. Use when the user asks for help, what skills are available, or how to do something.

Export Google Scholar paper(s) to Zotero via BibTeX. Gets citation data from Google Scholar's cite dialog, then pushes to Zotero desktop. Supports single or batch export.

Build a retrieval-informed chapter skeleton (`outline/chapter_skeleton.yml`) from taxonomy/core scope before stable H3 decomposition.

Analyze patent citation/family relationships to identify central prior art, technological lineage, clusters, bridge patents, and citation anomalies.

Automated daily tech briefing — multi-source collection → knowledge-base deduplication → AI summarization → TTS speech synthesis, generating MP3 audio briefings

Use when user asks about 南传, 上座部, 缅甸内观, Mahasi Method, 标记法, Noting Method, 腹部起伏, 毗婆舍那, vipassanā, 四念处, 七清净, 十六观智, 刹那定, 行舍智, 马哈希尊者, Mahasi Sayadaw, Mahasi Sasana Yeiktha, IMS, or wants teaching in…

Study complete product flows for onboarding, checkout, paywalls, signup, and other multi-step journeys.

Generate novel research ideas with iterative refinement and novelty checking against literature. Score ideas on Interestingness, Feasibility, and Novelty. Use when brainstorming research directions or…

Reproduce a fast paper result using only the paper, module documents, generated module skills, and datasets, explicitly forbidding reads from the original source repository during recovery.

Summarize a paper at brief, standard, or detailed depth. Use when the user wants a fast summary of a PDF, URL, or arXiv paper.

Shopping price comparison using Bright Data's web scraping infrastructure. Finds where a product is sold, for how much, and whether it's in stock — across Amazon, Walmart, eBay, Best Buy, Google…

Reads your comments and DMs to surface the questions, objections and exact phrases your audience uses — and turns them into content ideas. Use when the user says "what should I post about", "mine my…

针对一个问题去查高可信度的一手来源，并把结论写成仓库里的一个 Markdown 文件。当用户想调研某个主题、收集文档或 API 事实，或者想把读资料的跑腿活交给后台代理时使用。

Use when the user wants a paper audited for integrity issues — image misuse, numerical anomalies, logical gaps — and needs a reviewable evidence report. Works on external papers (PDF / DOI / arXiv)…

Use when drafting or revising the body sections of an AER, AER:Insights, or AEJ manuscript — institutional background, data, empirical strategy, results, mechanisms, and conclusion. Covers equation…

Audit in-text citations, the reference list, appendices, code and supporting materials of a HUAWEI Cup paper, including reference consistency, appendix completeness, reproducibility and the 50MB…

USE FOR web search. Returns ranked results with snippets, URLs, thumbnails. Supports freshness filters, SafeSearch, Goggles for custom ranking, pagination. Primary search endpoint.

将用户指定的护理研究过程记录整理为可追溯的决策、实施、分析、偏离和版本日志；用于交接、复现和过程核对。不会自动收集病例、其他聊天或上传团队资料，也不补造历史记录。

Periodic pass that keeps a project's verification skill and feature map honest: parallel source readers per feature, one live session driving every feature, at most one PR of proven corrections. Use…

Generates professional slide deck images from content. Creates outlines with style instructions, then generates individual slide images. Use when user asks to "create slides", "make a presentation",…

经济金融论文写作编排器。根据PAPER_OUTLINE.md和REFINED_DESIGN.md，编排调用fin-paper-draft（正文写作）、fin-paper-figure（图表生成）、fin-review-loop（review循环），管理版本并确保章节间的一致性。

为模糊的史诗需求启动或续接战略寻路。先建立目标、迷雾与 Issue 决策票，通过内部调研、外部研究、原型和拷问厘清战略，之后形成多地图 epic-plan。

Turn governed source evidence into a citation-bound reader-facing draft, channel package, and provider-neutral publication handoff.

Generate professional slide deck images from academic papers and content. Creates comprehensive outlines with style instructions, auto-detects figures from PDFs, then generates individual slide…

Research customer context across docs, tickets, CRM, email, and web sources with cited confidence.

Get completed research task result by run ID

Search PubMed for biomedical literature by keywords. Returns structured results with PMID, title, authors, journal, date, DOI. Use when the user wants to find papers on a topic.

Search arXiv papers by keyword, author, category, or ID.

Build an auditable reference ledger from a paper PDF with GROBID, then resolve structurally parsed entries through AMiner. Use when a user needs conservative reference-existence checking rather than a…

Search CrossRef, OpenAlex, PubMed, Semantic Scholar, and optional Scopus; deduplicate results, download open-access PDFs by DOI, classify papers, monitor new results, and analyze coverage. Use when…

Search PubMed biomedical literature with natural language queries powered by Valyu semantic search. Full-text access, integrate into your AI projects.

This skill should be used when the user asks to "query WRDS", "access Compustat", "get CRSP data", "pull Form 4 insider data", "query ISS compensation", "download SEC EDGAR filings", "get ExecuComp…

Fills gaps in existing healthcare practitioner lists — adds missing phone numbers, credentials, specialties, contact info, education, reviews, and regulatory data. Triggers: "enrich my provider list",…

Aligns a draft to a target writing voice — the author's own previous papers, a target venue's published style, or both — so it reads as consistent, native to the venue, and unmistakably the author's.…

Use this skill for "literature review workflow", "multi-phase lit review", "direction paper", "review paper protocol", "strand-based literature review", "citation-grounded review", "systematic lit…

Recent community and social trend research over the last 30 days. Use when the brief asks what people are saying now, recent sentiment, community reactions, social proof, launch reaction, trend scan,…

Capability-based multi-tool matrix for research, note-taking, document authoring, and publishing. Agents compose providers (CLI-Anything harnesses, public CLIs, Python libs, native binaries, cloud…

Turn research papers or inventor materials into evidence-grounded Chinese invention patent drafts and technical disclosures. Use for 技术交底书、专利撰写、现有技术对比 and Chinese DOCX patent packages; not general…

Use when querying cognee memory with recall() (or search()) — picking a search type, understanding auto-routing, scoping to datasets, node sets or sessions, getting context or citations instead of an…

AI Berkshire skill: 投研团队：四角色并行分析框架. Source: skills/investment-team.md.

Analyze theoretical properties of statistical methods under the formal formulation: identifiability, bias, variance, consistency, asymptotics, coverage, error bounds, robustness, and limitations.

Explain research papers to readers without a specialist background: what the paper studies, what the authors contribute, how the findings follow, and what the evidence does not establish. USE WHEN the…

This skill helps users extract full article contents from WeChat using the BrowserAct API. The Agent should proactively apply this skill when users express needs like finding full WeChat articles for…